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Performance Prediction for Concurrent Database Workloads

Summary: Models concurrency impact on analytic workloads via profiling, pairwise interference, and sampling to predict contention. Introduces a scalar disk+memory contention metric and timelines of interactions; evaluated on PostgreSQL/TPC-H with ~20% latency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4394
Venue
SIGMOD
Year
2011
Pagerank
0.0001763106
Overall Rank
718 | 95.01%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
884 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.00015654004
1,019 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.00014625603
1,322 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012610912
1,855 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00010315245
2,156 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2018 VLDB 9.4170209e-05
2,219 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.2623533e-05
2,230 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.2322426e-05
3,216 WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases 2016 VLDB 7.3601267e-05
3,436 Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service 2015 VLDB 7.0948913e-05
3,479 Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs 2013 SIGMOD 7.0539055e-05
3,547 Parallel Analytics as a Service 2013 SIGMOD 6.9862051e-05
3,580 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 6.9500996e-05
3,730 RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters 2013 SIGMOD 6.813168e-05
4,013 DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud 2013 CIDR 6.529956e-05
4,088 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB 6.4603918e-05
4,152 openGauss: An Autonomous Database System 2021 VLDB 6.4060406e-05
4,590 MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 2021 SIGMOD 6.0620053e-05
4,961 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 5.7984657e-05
5,688 PREDIcT: Towards Predicting the Runtime of Large Scale Iterative Analytics 2013 VLDB 5.3702808e-05
5,719 Survivability of Cloud Databases - Factors and Prediction 2018 SIGMOD 5.3550742e-05
6,278 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 5.1309442e-05
6,345 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.1023048e-05
6,463 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.0533198e-05
6,484 A Statistical Approach Towards Robust Progress Estimation 2012 VLDB 5.0453762e-05
6,685 How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks 2025 SIGMOD 4.9627485e-05
7,296 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7723197e-05
7,388 Distribution-Based Query Scheduling 2013 VLDB 4.7437725e-05
7,913 Resource Bricolage for Parallel Database Systems 2015 VLDB 4.6180739e-05
8,659 Learned Offline Query Planning via Bayesian Optimization 2025 SIGMOD 4.4722928e-05
9,612 Workload-Aware CPU Performance Scaling for Transactional Database Systems 2018 SIGMOD 4.3177432e-05
9,946 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 4.2431724e-05
10,564 PlanRGCN: Predicting SPARQL Query Performance 2025 VLDB 4.1945683e-05
10,726 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 4.1945683e-05
12,059 Workload Management for Big Data Analytics 2013 SIGMOD 4.1945683e-05
13,367 XCloud: Extensible Performance Management for Cloud Data Services 2015 CIDR -
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1,228 Toward a Progress Indicator for Database Queries 2004 SIGMOD 0.00013164884
1,512 Estimating Progress of Execution for SQL Queries 2004 SIGMOD 0.00011597041
1,770 ParaTimer: A Progress Indicator for MapReduce DAGs 2010 SIGMOD 0.00010618229
2,111 When Can We Trust Progress Estimators for SQL Queries? 2005 SIGMOD 9.5286436e-05
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